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Table 3 Comparison of the estimated MI of bivariate Gaussian distribution with different correlation coefficient using Algorithm 1 and b-spline algorithm.

From: Gene Regulatory Network Reconstruction Using Conditional Mutual Information

Correlation coefficient

Algorithm

100

200

300

400

500

Analytical

0

Adaptive

0.0080

0.0036

0.0022

0.0022

0.0015

0

 

b-spline 10

0.0912

0.0443

0.0288

0.0210

0.0166

 

0.3

Adaptive

0.0280

0.0287

0.0305

0.0319

0.0330

0.0472

 

b-spline 10

0.1248

0.0789

0.0640

0.0562

0.0515

 

0.6

Adaptive

0.1371

0.1730

0.1916

0.1999

0.2052

0.2231

 

b-spline 10

0.2471

0.2029

0.1879

0.1781

0.1719

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